As a professional data analyst, I specialize in using a wide range of statistical tools like SPSS, AMOS, SmartPLS, Mplus, R, Jamovi, and STATA to provide you with clear and understandable results.
Here's what I can do for you:
- Descriptive Statistics: Summarize your data in a clear and meaningful way.
- Hypothesis Testing: Tests like t-tests, ANOVA, ANCOVA, MANOVA, and MANCOVA.
- Regression Analysis: Linear, Multiple, and Logistic Regression.
- Exploratory and Confirmatory Factor Analysis (EFA and CFA)
- Structural Equation Modeling (SEM): Measurement model and Structural model
- Model Fit Improvement: Improve factor loadings, CR, AVE, CFI, TLI, RMSEA, and SRMR, etc.
- Mediation and Moderation Analysis:
- Multilevel Modeling: Analyze data with nested structures
- Longitudinal Growth Modeling
- Cluster Analysis
- Item Response Theory (IRT)
- Moreover, I specialize in professional research writing and guide the data analysis and results reporting process.
Feel free to reach out to discuss your research needs and how we can approach your analysis effectively.